Amazon Web Services (AWS) - Practical Data Science with Amazon SageMaker (PDSASM)

Duration

Duration:

Just 2 Days

Method

Method:

Classroom / Online / Hybrid

Next date

Next date:

10/2/2025 (Monday)

Overview

On this accelerated AWS Practical Data Science with Amazon SageMaker (PDSASM) course, you'll learn how to solve a real-world case with Machine Learning (ML) and produce actionable results using Amazon SageMaker.

In just 1 day, you’ll learn the fundamentals of the stages of a typical data science process for ML, from analysing and visualising a dataset, to preparing the data and feature engineering. You’ll also learn practical aspects of model building, training, tuning, and deployment with Amazon SageMaker. You’ll build knowledge on:

  • How to automatically tune a model
  • The deployment/production readiness
  • The relative cost of errors

As an official AWS Training Partner, through Firebrand’s Lecture | Lab | Review methodology, you’ll get access to official courseware, learn from certified instructors, and train in a distraction-free environment.

Audience

This course is ideal for:

  • Developers
  • Data Scientists

Four reasons why you should sit your course with Firebrand Training

  1. You'll be trained and certified faster. Learn more on this 2-day accelerated course. You'll get at least 12 hours a day of quality learning time in a distraction-free environment
  2. Your course is all-inclusive. One simple price covers all course materials, exams, accommodation and meals – so you can focus on learning
  3. Pass first time or train again for free. Your expert instructor will deliver our unique accelerated learning methods, allowing you to learn faster and be in the best possible position to pass first time. In the unlikely event that you don't, it's covered by your Certification Guarantee
  4. Study with an award-winning training provider. We've won the Learning and Performance Institute's "Training Company of the Year" three times. Firebrand is your fastest way to learn, with 134.561 students saving more than one million hours since 2001

Curriculum

  • Module 1: Introduction to Machine Learning
  • Module 2: Introduction to Data Prep and SageMaker
  • Module 3: Problem formulation and Dataset Preparation
  • Module 4: Data Analysis and Visualisation
  • Module 5: Training and Evaluating a Model
  • Module 6: Automatically Tune a Model
  • Module 7: Deployment / Production Readiness
  • Module 8: Relative Cost of Errors
  • Module 9: Amason SageMaker Architecture and features

Exam Track

There is no exam for this accelerated course.

What's Included

Your accelerated course includes:

  • Accommodation *
  • Meals, unlimited snacks, beverages, tea and coffee *
  • On-site exams **
  • Exam vouchers **
  • Practice tests **
  • Certification Guarantee ***
  • Courseware
  • Up-to 12 hours of instructor-led training each day
  • 24-hour lab access
  • Digital courseware **
  • * For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
  • ** Some exceptions apply. Please refer to the Exam Track or speak with our experts
  • *** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.

Prerequisites

Before attending this accelerated course, AWS recommend you have:

  • Familiarity with Python programming language
  • Basic understanding of Machine Learning

Are you ready to get certified in record time?

We interview all applicants for the course on their technical background, degrees and certifications held, and general suitability. If you get through this screening process, it means you stand a great chance of passing.

Firebrand Training is an immersive training environment. You must be committed to the course. The above prerequisites are guidelines, but many students with less experience have other background or traits that have enabled their success in accelerated training through Firebrand Training.

If you have any doubts as to whether you meet the pre-requisites please call 09 - 31 587 431 and speak to one of our enrolment consultants, who can help you with a training plan.

Reviews

We've currently trained 134.561 students in 12 years. We asked them all to review our Accelerated Learning. Currently,
94,80% have said Firebrand exceeded their expectations:

"The trainer was absolutely fantastic. The course materials was explained to point and easily understood. All questions answered I had. I am feeling extremely confident of passing the exam and being certified."
Peter Royle, Lineage Logistics. (29/4/2024 (Monday) to 2/5/2024 (Thursday))

"It was a great week worth of training. Very intense course so not for the faint of heart! If you do decide to do a course here, be prepared but be excited. It''s a great place to learn these courses and appreciate my instructor and everyone for making it a great experience!"
Robert Sizeland, Rhino Analytics. (29/4/2024 (Monday) to 2/5/2024 (Thursday))

"Good trainer. Course has a lot of content but trainer did well to make it entertaining."
Uchenna Onyia. (8/3/2024 (Friday) to 10/3/2024 (Sunday))

"Intensive course with good content"
Karen Asamoah, BPP. (4/3/2024 (Monday) to 10/3/2024 (Sunday))

"Very in-depth knowledge of the trainer made the course enjoyable"
A.K.. (4/3/2024 (Monday) to 7/3/2024 (Thursday))

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